Fine-Tuning BERT for Phishing URL Detection

Data Source: https://www.kaggle.com/datasets/taruntiwarihp/phishing-site-urls/data

Sampled Dataset: https://huggingface.co/datasets/Arnav0805/phishing-site-classification

Fine-Tuned Model: https://huggingface.co/Arnav0805/bert-phishing-classifier_teacher
109M parameters, 438MB

Model after Knowledge Distillation: https://huggingface.co/Arnav0805/bert-phishing-classifier_student
52.8M parameters, 211MB

Model after Quantization: https://huggingface.co/Arnav0805/bert-phishing-classifier_student_4bit
52.8M parameters, 62.7MB